Lesson 081: Embedding probes on tiny corpora
Focus
Prefer explicit failure rehearsals over aspirational wording. Token Embedding probes on tiny corpora:81 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Embedding probes on tiny corpora · drill v1 · spin
374822. - Habit: pair every model utterance with a trace_id you could paste into Grafana.
- Guardrail: write one RACI bullet referencing this lesson tomorrow.
Deep dive notebook
Synthetic drill artefacts
Agent choreography card
1. Observe transcripts bucket `BUCKET-10`
2. Budget steps `5`
3. Tool whitelist: `retrieve_docs, escalate_human, log_decision`
4. Hard stop triggers: hallucination_budget | escalation keyword `URGENT-8`
Practice
Practice Pair with multilingual SME review—even if hypothetical. — 81 Bump literals mindset by 6.